[ML] AIOps: Add API for log rate analysis for stack / solutions usage #178613
Labels
Feature:ML/AIOps
ML AIOps features: Change Point Detection, Log Pattern Analysis, Log Rate Analysis
:ml
v8.16.0
The Kibana API for Log Rate Analysis is internal and was treated as an implementation detail for the UI so far. There are several use cases where it would be useful to have a more generic API for usage by other parts of the platform and solutions:
The existing internal API is also a bit complex as it streams custom NDJSON and includes data like detailed histogram data to populate the results that might not be necessary for the above use cases.
The public API could look like this:
The API would then internally run:
p-value score
.The API would not support streaming but would return results as a single JSON object.
The existing UI and internal API is GA so it's not a good candidate for PoCs and experimentation. This additional public API could be tagged experimental until the first use cases are picking it up and are more fleshed out.
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